MAQ Software and Snowflake

Are you thinking about how to unify siloed data, scale analytics, and drive smarter decisions across your organization? At MAQ Software, we harness the power of Snowflake to help businesses mobilize data, enable secure collaboration, and unlock real-time, AI-powered insights across clouds and regions.

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Why Snowflake?

Partnership Highlights

Driving Data Strategy Excellence Through Our Global Snowflake Partnership

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As a Snowflake Technology Partner, we specialize in end-to-end Snowflake implementations, performance and cost optimization, and AI-driven analytics for modern business needs. Our deep expertise enables organizations to unlock seamless data integration, transformation, reporting, and AI-powered insights, ensuring they stay ahead in an evolving digital landscape. From migration to advanced analytics integrated with Power BI, we empower businesses to maximize their data potential and achieve unparalleled success with Snowflake’s industry-leading platform.

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  • Row Count Check: Validates if row counts between source and target tables are within a ±5% tolerance.
  • Grain Check: Ensures the uniqueness of primary keys across both source and destination tables.
  • KPI Check: Compares the results of custom KPI SQL logic or aggregated column values between the source and destination. Passes if the difference is within ±5%.

Scheduling Support

  • Test cases are scheduled using Snowflake tasks for automatic execution.
  • Offers full CRON-style configuration with time zone support.
  • Automatically log results, including comparison values, pass/fail status, and metadata for analysis in dashboards or the "Show Test Cases" view.

User Interface Capabilities

  • Add Test Case: Intuitive interface to define test parameters (e.g., databases, tables, columns, SQL queries).
  • Show Test Cases: Displays existing test cases based on selected filters like table type and test type.
  • Execute Test Case: On-demand Execution of test cases.
  • View Test Results: Offers detailed visibility into execution status, timestamps, result IDs, and pass/fail outcomes, enabling historical trend analysis.
  • Schedule Test Cases: Allows to setup a customized schedule to run the checks automatically.
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